Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 6156 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 721.5 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 15 |
|---|
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
employee_payroll is highly correlated with bad_dept_expence and 7 other fields | High correlation |
charity_care is highly correlated with bad_dept_expence and 1 other fields | High correlation |
bad_dept_expence is highly correlated with employee_payroll and 4 other fields | High correlation |
unreimbursed_and_uncompensated is highly correlated with employee_payroll and 6 other fields | High correlation |
Total Costs is highly correlated with employee_payroll and 6 other fields | High correlation |
outpatient_inpatient_charges is highly correlated with employee_payroll and 7 other fields | High correlation |
Contract Labor is highly correlated with discharge_payments | High correlation |
account_receivable is highly correlated with employee_payroll and 5 other fields | High correlation |
assets is highly correlated with employee_payroll and 6 other fields | High correlation |
account_payable is highly correlated with employee_payroll and 5 other fields | High correlation |
discharge_payments is highly correlated with Contract Labor | High correlation |
gross_revenue is highly correlated with employee_payroll and 7 other fields | High correlation |
employee_payroll is highly correlated with bad_dept_expence and 8 other fields | High correlation |
charity_care is highly correlated with bad_dept_expence and 1 other fields | High correlation |
bad_dept_expence is highly correlated with employee_payroll and 5 other fields | High correlation |
unreimbursed_and_uncompensated is highly correlated with employee_payroll and 6 other fields | High correlation |
Total Costs is highly correlated with employee_payroll and 8 other fields | High correlation |
outpatient_inpatient_charges is highly correlated with employee_payroll and 8 other fields | High correlation |
total_salaries is highly correlated with employee_payroll and 6 other fields | High correlation |
account_receivable is highly correlated with employee_payroll and 5 other fields | High correlation |
assets is highly correlated with employee_payroll and 5 other fields | High correlation |
account_payable is highly correlated with assets | High correlation |
discharge_payments is highly correlated with employee_payroll and 4 other fields | High correlation |
gross_revenue is highly correlated with employee_payroll and 8 other fields | High correlation |
employee_payroll is highly correlated with Total Costs and 5 other fields | High correlation |
charity_care is highly correlated with bad_dept_expence and 1 other fields | High correlation |
bad_dept_expence is highly correlated with charity_care and 1 other fields | High correlation |
unreimbursed_and_uncompensated is highly correlated with charity_care and 1 other fields | High correlation |
Total Costs is highly correlated with employee_payroll and 5 other fields | High correlation |
outpatient_inpatient_charges is highly correlated with employee_payroll and 5 other fields | High correlation |
account_receivable is highly correlated with employee_payroll and 5 other fields | High correlation |
assets is highly correlated with employee_payroll and 5 other fields | High correlation |
account_payable is highly correlated with employee_payroll and 5 other fields | High correlation |
gross_revenue is highly correlated with employee_payroll and 5 other fields | High correlation |
employee_payroll is highly correlated with bad_dept_expence and 9 other fields | High correlation |
charity_care is highly correlated with bad_dept_expence and 2 other fields | High correlation |
bad_dept_expence is highly correlated with employee_payroll and 2 other fields | High correlation |
unreimbursed_and_uncompensated is highly correlated with employee_payroll and 10 other fields | High correlation |
Total Costs is highly correlated with employee_payroll and 10 other fields | High correlation |
outpatient_inpatient_charges is highly correlated with employee_payroll and 9 other fields | High correlation |
total_salaries is highly correlated with employee_payroll and 8 other fields | High correlation |
Contract Labor is highly correlated with net_income | High correlation |
cash is highly correlated with charity_care and 5 other fields | High correlation |
account_receivable is highly correlated with employee_payroll and 8 other fields | High correlation |
assets is highly correlated with employee_payroll and 10 other fields | High correlation |
account_payable is highly correlated with employee_payroll and 5 other fields | High correlation |
discharge_payments is highly correlated with employee_payroll and 8 other fields | High correlation |
gross_revenue is highly correlated with employee_payroll and 9 other fields | High correlation |
net_income is highly correlated with unreimbursed_and_uncompensated and 6 other fields | High correlation |
charity_care is highly skewed (γ1 = 22.06018491) | Skewed |
Reproduction
| Analysis started | 2022-02-09 20:31:45.368752 |
|---|---|
| Analysis finished | 2022-02-09 20:32:18.024090 |
| Duration | 32.66 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
employee_payroll
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5753 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 846.0510883 |
| Minimum | 0.05 |
|---|---|
| Maximum | 26491.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 50.85 |
| Q1 | 131.625 |
| median | 315.8 |
| Q3 | 883.575 |
| 95-th percentile | 3226.49 |
| Maximum | 26491.16 |
| Range | 26491.11 |
| Interquartile range (IQR) | 751.95 |
Descriptive statistics
| Standard deviation | 1553.908104 |
|---|---|
| Coefficient of variation (CV) | 1.836659896 |
| Kurtosis | 53.49357737 |
| Mean | 846.0510883 |
| Median Absolute Deviation (MAD) | 233.62 |
| Skewness | 5.757822692 |
| Sum | 5208290.5 |
| Variance | 2414630.395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 846.0510883 | 110 | 1.8% |
| 44 | 4 | 0.1% |
| 58 | 4 | 0.1% |
| 42 | 4 | 0.1% |
| 61 | 4 | 0.1% |
| 67 | 4 | 0.1% |
| 36 | 4 | 0.1% |
| 106 | 3 | < 0.1% |
| 184.93 | 3 | < 0.1% |
| 90.32 | 3 | < 0.1% |
| Other values (5743) | 6013 |
| Value | Count | Frequency (%) |
| 0.05 | 1 | |
| 0.27 | 1 | |
| 1 | 2 | |
| 1.71 | 1 | |
| 2 | 2 | |
| 2.1 | 1 | |
| 3.6 | 1 | |
| 4.74 | 1 | |
| 7.83 | 1 | |
| 8.86 | 1 |
| Value | Count | Frequency (%) |
| 26491.16 | 1 | |
| 24349 | 1 | |
| 21786 | 1 | |
| 21355.5 | 1 | |
| 18142.5 | 1 | |
| 18112.42 | 1 | |
| 18100 | 1 | |
| 17530.44 | 1 | |
| 16201.3 | 1 | |
| 14503 | 1 |
charity_care
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWED| Distinct | 4328 |
|---|---|
| Distinct (%) | 70.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4742004.031 |
| Minimum | 6 |
|---|---|
| Maximum | 595402233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 17456.5 |
| Q1 | 378153.75 |
| median | 2911040.5 |
| Q3 | 4742004.031 |
| 95-th percentile | 15624186.75 |
| Maximum | 595402233 |
| Range | 595402227 |
| Interquartile range (IQR) | 4363850.281 |
Descriptive statistics
| Standard deviation | 13844007.85 |
|---|---|
| Coefficient of variation (CV) | 2.919442445 |
| Kurtosis | 753.4402479 |
| Mean | 4742004.031 |
| Median Absolute Deviation (MAD) | 1966281.5 |
| Skewness | 22.06018491 |
| Sum | 2.919177682 × 1010 |
| Variance | 1.916565532 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4742004.031 | 1824 | |
| 81087 | 2 | < 0.1% |
| 37499 | 2 | < 0.1% |
| 133216 | 2 | < 0.1% |
| 77063 | 2 | < 0.1% |
| 11680 | 2 | < 0.1% |
| 21078 | 1 | < 0.1% |
| 13976 | 1 | < 0.1% |
| 2435852 | 1 | < 0.1% |
| 158385 | 1 | < 0.1% |
| Other values (4318) | 4318 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 61 | 1 | |
| 66 | 1 | |
| 111 | 1 | |
| 146 | 1 | |
| 155 | 1 | |
| 187 | 1 | |
| 195 | 1 | |
| 202 | 1 | |
| 213 | 1 |
| Value | Count | Frequency (%) |
| 595402233 | 1 | |
| 434867979 | 1 | |
| 309261865 | 1 | |
| 204251414 | 1 | |
| 195261727 | 1 | |
| 188195501 | 1 | |
| 148955448 | 1 | |
| 142900541 | 1 | |
| 130968506 | 1 | |
| 118080108 | 1 |
bad_dept_expence
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4665 |
|---|---|
| Distinct (%) | 75.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12278282.72 |
| Minimum | -185599 |
|---|---|
| Maximum | 423740576 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -185599 |
|---|---|
| 5-th percentile | 274692.5 |
| Q1 | 2066813.75 |
| median | 8944558.5 |
| Q3 | 12278282.72 |
| 95-th percentile | 41207966.5 |
| Maximum | 423740576 |
| Range | 423926175 |
| Interquartile range (IQR) | 10211468.97 |
Descriptive statistics
| Standard deviation | 20281794.62 |
|---|---|
| Coefficient of variation (CV) | 1.65184294 |
| Kurtosis | 75.55241492 |
| Mean | 12278282.72 |
| Median Absolute Deviation (MAD) | 5659357 |
| Skewness | 6.734240105 |
| Sum | 7.558510843 × 1010 |
| Variance | 4.113511931 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12278282.72 | 1491 | 24.2% |
| 864309 | 2 | < 0.1% |
| 2108068 | 1 | < 0.1% |
| 23942492 | 1 | < 0.1% |
| 3680954 | 1 | < 0.1% |
| 2992831 | 1 | < 0.1% |
| 34778277 | 1 | < 0.1% |
| 4916707 | 1 | < 0.1% |
| 999500 | 1 | < 0.1% |
| 6094845 | 1 | < 0.1% |
| Other values (4655) | 4655 |
| Value | Count | Frequency (%) |
| -185599 | 1 | |
| -64101 | 1 | |
| -38165 | 1 | |
| 1 | 1 | |
| 640 | 1 | |
| 826 | 1 | |
| 1326 | 1 | |
| 1364 | 1 | |
| 1698 | 1 | |
| 2248 | 1 |
| Value | Count | Frequency (%) |
| 423740576 | 1 | |
| 310322511 | 1 | |
| 305383951 | 1 | |
| 285191231 | 1 | |
| 277352666 | 1 | |
| 274663265 | 1 | |
| 224137244 | 1 | |
| 223231071 | 1 | |
| 213578727 | 1 | |
| 197846042 | 1 |
unreimbursed_and_uncompensated
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4728 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13968568.12 |
| Minimum | -201594 |
|---|---|
| Maximum | 650380201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9 |
| Negative (%) | 0.1% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -201594 |
|---|---|
| 5-th percentile | 410630.75 |
| Q1 | 2307436.25 |
| median | 9441104.5 |
| Q3 | 13968568.12 |
| 95-th percentile | 45634426.25 |
| Maximum | 650380201 |
| Range | 650581795 |
| Interquartile range (IQR) | 11661131.87 |
Descriptive statistics
| Standard deviation | 27594930.94 |
|---|---|
| Coefficient of variation (CV) | 1.975501763 |
| Kurtosis | 168.3479459 |
| Mean | 13968568.12 |
| Median Absolute Deviation (MAD) | 5950366.5 |
| Skewness | 10.39342304 |
| Sum | 8.599050535 × 1010 |
| Variance | 7.614802138 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13968568.12 | 1429 | 23.2% |
| 2555902 | 1 | < 0.1% |
| 2206136 | 1 | < 0.1% |
| 53123294 | 1 | < 0.1% |
| 32344076 | 1 | < 0.1% |
| 1920037 | 1 | < 0.1% |
| 7099204 | 1 | < 0.1% |
| 5067595 | 1 | < 0.1% |
| 94713291 | 1 | < 0.1% |
| 2053337 | 1 | < 0.1% |
| Other values (4718) | 4718 |
| Value | Count | Frequency (%) |
| -201594 | 1 | |
| -36979 | 1 | |
| -22902 | 1 | |
| -20024 | 1 | |
| -4854 | 1 | |
| -3323 | 1 | |
| -2837 | 1 | |
| -2387 | 1 | |
| -971 | 1 | |
| 159 | 1 |
| Value | Count | Frequency (%) |
| 650380201 | 1 | |
| 643730587 | 1 | |
| 575460014 | 1 | |
| 453852196 | 1 | |
| 388848053 | 1 | |
| 383755750 | 1 | |
| 357941490 | 1 | |
| 343992681 | 1 | |
| 333706197 | 1 | |
| 333072420 | 1 |
| Distinct | 6080 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141764161.4 |
| Minimum | 632028 |
|---|---|
| Maximum | 4919290757 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 632028 |
|---|---|
| 5-th percentile | 6914528.5 |
| Q1 | 17963261.25 |
| median | 45649883 |
| Q3 | 147810674.5 |
| 95-th percentile | 572705641.8 |
| Maximum | 4919290757 |
| Range | 4918658729 |
| Interquartile range (IQR) | 129847413.2 |
Descriptive statistics
| Standard deviation | 264901400.5 |
|---|---|
| Coefficient of variation (CV) | 1.868606268 |
| Kurtosis | 49.41625786 |
| Mean | 141764161.4 |
| Median Absolute Deviation (MAD) | 34639626.5 |
| Skewness | 5.413951667 |
| Sum | 8.727001773 × 1011 |
| Variance | 7.017275199 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 141764161.4 | 77 | 1.3% |
| 20709339 | 1 | < 0.1% |
| 187350043 | 1 | < 0.1% |
| 48409782 | 1 | < 0.1% |
| 25777777 | 1 | < 0.1% |
| 27612508 | 1 | < 0.1% |
| 77395342 | 1 | < 0.1% |
| 72702847 | 1 | < 0.1% |
| 115000049 | 1 | < 0.1% |
| 13281970 | 1 | < 0.1% |
| Other values (6070) | 6070 |
| Value | Count | Frequency (%) |
| 632028 | 1 | |
| 757558 | 1 | |
| 913314 | 1 | |
| 1007624 | 1 | |
| 1045317 | 1 | |
| 1048720 | 1 | |
| 1099926 | 1 | |
| 1118662 | 1 | |
| 1151609 | 1 | |
| 1216663 | 1 |
| Value | Count | Frequency (%) |
| 4919290757 | 1 | |
| 4062019541 | 1 | |
| 3231950367 | 1 | |
| 2969483959 | 1 | |
| 2905410117 | 1 | |
| 2789871491 | 1 | |
| 2745690967 | 1 | |
| 2736118492 | 1 | |
| 2712233864 | 1 | |
| 2577935413 | 1 |
outpatient_inpatient_charges
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6079 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 639890533.6 |
| Minimum | 12943 |
|---|---|
| Maximum | 2.200093212 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 12943 |
|---|---|
| 5-th percentile | 8401288 |
| Q1 | 39884646.5 |
| median | 141857623.5 |
| Q3 | 684546975.5 |
| 95-th percentile | 2889180742 |
| Maximum | 2.200093212 × 1010 |
| Range | 2.200091918 × 1010 |
| Interquartile range (IQR) | 644662329 |
Descriptive statistics
| Standard deviation | 1290221904 |
|---|---|
| Coefficient of variation (CV) | 2.016316598 |
| Kurtosis | 53.94126463 |
| Mean | 639890533.6 |
| Median Absolute Deviation (MAD) | 125794113.5 |
| Skewness | 5.627980862 |
| Sum | 3.939166125 × 1012 |
| Variance | 1.664672561 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 639890533.6 | 78 | 1.3% |
| 1908466254 | 1 | < 0.1% |
| 6934607057 | 1 | < 0.1% |
| 900381817 | 1 | < 0.1% |
| 791331536 | 1 | < 0.1% |
| 1934985295 | 1 | < 0.1% |
| 23156373 | 1 | < 0.1% |
| 78994052 | 1 | < 0.1% |
| 110451523 | 1 | < 0.1% |
| 81325580 | 1 | < 0.1% |
| Other values (6069) | 6069 |
| Value | Count | Frequency (%) |
| 12943 | 1 | |
| 20019 | 1 | |
| 25000 | 1 | |
| 35301 | 1 | |
| 35546 | 1 | |
| 38031 | 1 | |
| 38430 | 1 | |
| 39496 | 1 | |
| 43290 | 1 | |
| 50524 | 1 |
| Value | Count | Frequency (%) |
| 2.200093212 × 1010 | 1 | |
| 1.934691589 × 1010 | 1 | |
| 1.862045123 × 1010 | 1 | |
| 1.841550679 × 1010 | 1 | |
| 1.819002621 × 1010 | 1 | |
| 1.597517982 × 1010 | 1 | |
| 1.333779326 × 1010 | 1 | |
| 1.318971083 × 1010 | 1 | |
| 1.291380902 × 1010 | 1 | |
| 1.199756447 × 1010 | 1 |
| Distinct | 4003 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86947778.94 |
| Minimum | 2 |
|---|---|
| Maximum | 2748795093 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5676598 |
| Q1 | 26517399.75 |
| median | 86947778.94 |
| Q3 | 86947778.94 |
| 95-th percentile | 245171451.5 |
| Maximum | 2748795093 |
| Range | 2748795091 |
| Interquartile range (IQR) | 60430379.19 |
Descriptive statistics
| Standard deviation | 120786031.9 |
|---|---|
| Coefficient of variation (CV) | 1.389179038 |
| Kurtosis | 102.930067 |
| Mean | 86947778.94 |
| Median Absolute Deviation (MAD) | 34932962.44 |
| Skewness | 7.710365374 |
| Sum | 5.352505271 × 1011 |
| Variance | 1.458926549 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86947778.94 | 2154 | |
| 98566137 | 1 | < 0.1% |
| 24638436 | 1 | < 0.1% |
| 52080944 | 1 | < 0.1% |
| 46837908 | 1 | < 0.1% |
| 48630870 | 1 | < 0.1% |
| 71655243 | 1 | < 0.1% |
| 3451624 | 1 | < 0.1% |
| 37400149 | 1 | < 0.1% |
| 254457828 | 1 | < 0.1% |
| Other values (3993) | 3993 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 126561 | 1 | |
| 469660 | 1 | |
| 526707 | 1 | |
| 670131 | 1 | |
| 675897 | 1 | |
| 705880 | 1 | |
| 714997 | 1 | |
| 769289 | 1 | |
| 782535 | 1 |
| Value | Count | Frequency (%) |
| 2748795093 | 1 | |
| 2375307613 | 1 | |
| 1906822146 | 1 | |
| 1861278803 | 1 | |
| 1577426628 | 1 | |
| 1483430765 | 1 | |
| 1446544123 | 1 | |
| 1422350216 | 1 | |
| 1371317899 | 1 | |
| 1360771475 | 1 |
| Distinct | 3054 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3988528.353 |
| Minimum | 118 |
|---|---|
| Maximum | 272713537 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 118 |
|---|---|
| 5-th percentile | 118361.5 |
| Q1 | 1382238 |
| median | 3988528.353 |
| Q3 | 3988528.353 |
| 95-th percentile | 8278310 |
| Maximum | 272713537 |
| Range | 272713419 |
| Interquartile range (IQR) | 2606290.353 |
Descriptive statistics
| Standard deviation | 7564355.414 |
|---|---|
| Coefficient of variation (CV) | 1.896527928 |
| Kurtosis | 365.7203123 |
| Mean | 3988528.353 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.06330879 |
| Sum | 2.455338054 × 1010 |
| Variance | 5.721947283 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3988528.353 | 3100 | |
| 81435 | 3 | < 0.1% |
| 60334 | 2 | < 0.1% |
| 513335 | 1 | < 0.1% |
| 1121113 | 1 | < 0.1% |
| 13354 | 1 | < 0.1% |
| 1266936 | 1 | < 0.1% |
| 977529 | 1 | < 0.1% |
| 232094 | 1 | < 0.1% |
| 476475 | 1 | < 0.1% |
| Other values (3044) | 3044 |
| Value | Count | Frequency (%) |
| 118 | 1 | |
| 159 | 1 | |
| 179 | 1 | |
| 300 | 1 | |
| 580 | 1 | |
| 600 | 1 | |
| 748 | 1 | |
| 766 | 1 | |
| 788 | 1 | |
| 917 | 1 |
| Value | Count | Frequency (%) |
| 272713537 | 1 | |
| 154123720 | 1 | |
| 151975787 | 1 | |
| 127717567 | 1 | |
| 124992861 | 1 | |
| 109537998 | 1 | |
| 103500539 | 1 | |
| 101915236 | 1 | |
| 101158696 | 1 | |
| 95211661 | 1 |
| Distinct | 5536 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16975543.01 |
| Minimum | -2512769971 |
|---|---|
| Maximum | 4076539300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 749 |
| Negative (%) | 12.2% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -2512769971 |
|---|---|
| 5-th percentile | -297579.5 |
| Q1 | 38132.75 |
| median | 1741997.5 |
| Q3 | 12481011.25 |
| 95-th percentile | 61981390.5 |
| Maximum | 4076539300 |
| Range | 6589309271 |
| Interquartile range (IQR) | 12442878.5 |
Descriptive statistics
| Standard deviation | 100872601.1 |
|---|---|
| Coefficient of variation (CV) | 5.942231184 |
| Kurtosis | 588.0049988 |
| Mean | 16975543.01 |
| Median Absolute Deviation (MAD) | 1791168 |
| Skewness | 13.6303853 |
| Sum | 1.045014428 × 1011 |
| Variance | 1.017528164 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16975543.01 | 494 | 8.0% |
| 584887000 | 11 | 0.2% |
| 500 | 10 | 0.2% |
| 200 | 8 | 0.1% |
| 1000 | 8 | 0.1% |
| 2000 | 6 | 0.1% |
| 300 | 5 | 0.1% |
| 1800 | 4 | 0.1% |
| 22365541 | 4 | 0.1% |
| 2500 | 4 | 0.1% |
| Other values (5526) | 5602 |
| Value | Count | Frequency (%) |
| -2512769971 | 1 | |
| -1155681285 | 1 | |
| -934023371 | 1 | |
| -396039226 | 1 | |
| -359919000 | 1 | |
| -291171983 | 1 | |
| -268598532 | 1 | |
| -259305692 | 1 | |
| -237253015 | 1 | |
| -207864268 | 1 |
| Value | Count | Frequency (%) |
| 4076539300 | 1 | |
| 2294296719 | 1 | |
| 1897712074 | 1 | |
| 1879253269 | 1 | |
| 1189602607 | 1 | |
| 1079660000 | 1 | |
| 949719033 | 1 | |
| 921944653 | 1 | |
| 864780007 | 1 | |
| 814049000 | 1 |
account_receivable
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5755 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62822563.37 |
| Minimum | -178045756 |
|---|---|
| Maximum | 3711121305 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 31 |
| Negative (%) | 0.5% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -178045756 |
|---|---|
| 5-th percentile | 1374058.25 |
| Q1 | 4842519.5 |
| median | 17184334.5 |
| Q3 | 62822563.37 |
| 95-th percentile | 258486440.2 |
| Maximum | 3711121305 |
| Range | 3889167061 |
| Interquartile range (IQR) | 57980043.87 |
Descriptive statistics
| Standard deviation | 151605938.1 |
|---|---|
| Coefficient of variation (CV) | 2.413240243 |
| Kurtosis | 113.7513275 |
| Mean | 62822563.37 |
| Median Absolute Deviation (MAD) | 14856594.5 |
| Skewness | 8.255001184 |
| Sum | 3.867357001 × 1011 |
| Variance | 2.298436046 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62822563.37 | 362 | 5.9% |
| 1504053000 | 10 | 0.2% |
| 31439664 | 4 | 0.1% |
| 661118422 | 3 | < 0.1% |
| 16104253 | 3 | < 0.1% |
| 226400237 | 3 | < 0.1% |
| 755087037 | 3 | < 0.1% |
| 260788528 | 2 | < 0.1% |
| 689589203 | 2 | < 0.1% |
| 242372141 | 2 | < 0.1% |
| Other values (5745) | 5762 |
| Value | Count | Frequency (%) |
| -178045756 | 1 | |
| -82540523 | 1 | |
| -74589046 | 1 | |
| -9915948 | 1 | |
| -5972745 | 1 | |
| -5877484 | 1 | |
| -5665747 | 1 | |
| -3959322 | 1 | |
| -3479685 | 1 | |
| -3054943 | 1 |
| Value | Count | Frequency (%) |
| 3711121305 | 1 | < 0.1% |
| 2664421466 | 1 | < 0.1% |
| 2503684998 | 1 | < 0.1% |
| 2111404205 | 1 | < 0.1% |
| 1859093481 | 1 | < 0.1% |
| 1725816418 | 1 | < 0.1% |
| 1685141926 | 1 | < 0.1% |
| 1504053000 | 10 | |
| 1486260000 | 1 | < 0.1% |
| 1282357324 | 1 | < 0.1% |
| Distinct | 5840 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 259262816.9 |
| Minimum | -236846363 |
|---|---|
| Maximum | 1.6733791 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 87 |
| Negative (%) | 1.4% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -236846363 |
|---|---|
| 5-th percentile | 2731484.75 |
| Q1 | 15841489.75 |
| median | 57550732.5 |
| Q3 | 238516990.2 |
| 95-th percentile | 959876342.2 |
| Maximum | 1.6733791 × 1010 |
| Range | 1.697063736 × 1010 |
| Interquartile range (IQR) | 222675500.5 |
Descriptive statistics
| Standard deviation | 911534202.2 |
|---|---|
| Coefficient of variation (CV) | 3.515869391 |
| Kurtosis | 206.0416239 |
| Mean | 259262816.9 |
| Median Absolute Deviation (MAD) | 51098019 |
| Skewness | 12.70837102 |
| Sum | 1.596021901 × 1012 |
| Variance | 8.308946017 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 259262816.9 | 278 | 4.5% |
| 1.6732789 × 1010 | 10 | 0.2% |
| 1 | 5 | 0.1% |
| 253284762 | 4 | 0.1% |
| 495656988 | 3 | < 0.1% |
| 147533714 | 3 | < 0.1% |
| 62044169 | 3 | < 0.1% |
| 573261475 | 3 | < 0.1% |
| 1278376395 | 2 | < 0.1% |
| 992407000 | 2 | < 0.1% |
| Other values (5830) | 5843 |
| Value | Count | Frequency (%) |
| -236846363 | 1 | |
| -208783744 | 1 | |
| -182349033 | 1 | |
| -124315706 | 1 | |
| -118053062 | 1 | |
| -116667981 | 1 | |
| -111738589 | 1 | |
| -76998816 | 1 | |
| -72904200 | 1 | |
| -71893191 | 1 |
| Value | Count | Frequency (%) |
| 1.6733791 × 1010 | 1 | < 0.1% |
| 1.6732789 × 1010 | 10 | |
| 1.2320504 × 1010 | 1 | < 0.1% |
| 1.106209504 × 1010 | 1 | < 0.1% |
| 9943995942 | 1 | < 0.1% |
| 9009657962 | 1 | < 0.1% |
| 8744231428 | 1 | < 0.1% |
| 7814039000 | 1 | < 0.1% |
| 7800775205 | 1 | < 0.1% |
| 6894016227 | 1 | < 0.1% |
| Distinct | 5747 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13835008.17 |
| Minimum | -998726734 |
|---|---|
| Maximum | 2057275120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 71 |
| Negative (%) | 1.2% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -998726734 |
|---|---|
| 5-th percentile | 129800.75 |
| Q1 | 752021.75 |
| median | 2791351 |
| Q3 | 11237749 |
| 95-th percentile | 44116112.5 |
| Maximum | 2057275120 |
| Range | 3056001854 |
| Interquartile range (IQR) | 10485727.25 |
Descriptive statistics
| Standard deviation | 84952677.67 |
|---|---|
| Coefficient of variation (CV) | 6.140413984 |
| Kurtosis | 317.1121513 |
| Mean | 13835008.17 |
| Median Absolute Deviation (MAD) | 2466727 |
| Skewness | 16.13918324 |
| Sum | 8.516831032 × 1010 |
| Variance | 7.216957444 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13835008.17 | 368 | 6.0% |
| 1671124000 | 10 | 0.2% |
| 3230716 | 4 | 0.1% |
| 7640695 | 3 | < 0.1% |
| 73053667 | 3 | < 0.1% |
| 18690429 | 3 | < 0.1% |
| 38714761 | 3 | < 0.1% |
| 16715387 | 2 | < 0.1% |
| 53975387 | 2 | < 0.1% |
| 1253169 | 2 | < 0.1% |
| Other values (5737) | 5756 |
| Value | Count | Frequency (%) |
| -998726734 | 1 | |
| -387616772 | 1 | |
| -351201876 | 1 | |
| -238969806 | 1 | |
| -172284225 | 1 | |
| -164802810 | 1 | |
| -162828306 | 1 | |
| -160258193 | 1 | |
| -146297888 | 1 | |
| -142152375 | 1 |
| Value | Count | Frequency (%) |
| 2057275120 | 1 | < 0.1% |
| 1671124000 | 10 | |
| 1463230350 | 1 | < 0.1% |
| 1195620298 | 1 | < 0.1% |
| 902076971 | 1 | < 0.1% |
| 817269583 | 1 | < 0.1% |
| 789138971 | 1 | < 0.1% |
| 693509781 | 1 | < 0.1% |
| 632777881 | 1 | < 0.1% |
| 604066000 | 1 | < 0.1% |
| Distinct | 2987 |
|---|---|
| Distinct (%) | 48.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1582825.034 |
| Minimum | 40 |
|---|---|
| Maximum | 85077269 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 16446.25 |
| Q1 | 400015 |
| median | 1582825.034 |
| Q3 | 1582825.034 |
| 95-th percentile | 3482011 |
| Maximum | 85077269 |
| Range | 85077229 |
| Interquartile range (IQR) | 1182810.034 |
Descriptive statistics
| Standard deviation | 3101429.689 |
|---|---|
| Coefficient of variation (CV) | 1.959426735 |
| Kurtosis | 235.6678861 |
| Mean | 1582825.034 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.55576571 |
| Sum | 9743870910 |
| Variance | 9.618866118 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1582825.034 | 3164 | |
| 2666 | 2 | < 0.1% |
| 30608 | 2 | < 0.1% |
| 185034 | 2 | < 0.1% |
| 178713 | 2 | < 0.1% |
| 2471 | 2 | < 0.1% |
| 133 | 2 | < 0.1% |
| 6518 | 1 | < 0.1% |
| 7754706 | 1 | < 0.1% |
| 246430 | 1 | < 0.1% |
| Other values (2977) | 2977 |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 88 | 1 | |
| 115 | 1 | |
| 133 | 2 | |
| 165 | 1 | |
| 219 | 1 | |
| 283 | 1 | |
| 295 | 1 | |
| 326 | 1 | |
| 330 | 1 |
| Value | Count | Frequency (%) |
| 85077269 | 1 | |
| 81514583 | 1 | |
| 58034251 | 1 | |
| 50833805 | 1 | |
| 49047601 | 1 | |
| 48760168 | 1 | |
| 45246407 | 1 | |
| 41337610 | 1 | |
| 40464971 | 1 | |
| 36902794 | 1 |
| Distinct | 5894 |
|---|---|
| Distinct (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 670645341.5 |
| Minimum | 3 |
|---|---|
| Maximum | 2.200093212 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 11306111.25 |
| Q1 | 46109167.5 |
| median | 174406566.5 |
| Q3 | 690940487.5 |
| 95-th percentile | 2919452819 |
| Maximum | 2.200093212 × 1010 |
| Range | 2.200093212 × 1010 |
| Interquartile range (IQR) | 644831320 |
Descriptive statistics
| Standard deviation | 1319793004 |
|---|---|
| Coefficient of variation (CV) | 1.967944787 |
| Kurtosis | 55.51887221 |
| Mean | 670645341.5 |
| Median Absolute Deviation (MAD) | 154781483.5 |
| Skewness | 5.743574918 |
| Sum | 4.128492722 × 1012 |
| Variance | 1.741853572 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 670645341.5 | 255 | 4.1% |
| 356315732 | 4 | 0.1% |
| 5844468101 | 2 | < 0.1% |
| 1572484505 | 2 | < 0.1% |
| 108324114 | 2 | < 0.1% |
| 965927621 | 2 | < 0.1% |
| 327602728 | 2 | < 0.1% |
| 45262644 | 1 | < 0.1% |
| 10429657 | 1 | < 0.1% |
| 788436501 | 1 | < 0.1% |
| Other values (5884) | 5884 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 79683 | 1 | |
| 314601 | 1 | |
| 393938 | 1 | |
| 510769 | 1 | |
| 723233 | 1 | |
| 848561 | 1 | |
| 849536 | 1 | |
| 1068528 | 1 | |
| 1172704 | 1 |
| Value | Count | Frequency (%) |
| 2.200093212 × 1010 | 1 | |
| 2.088095388 × 1010 | 1 | |
| 1.867724521 × 1010 | 1 | |
| 1.819002621 × 1010 | 1 | |
| 1.816561094 × 1010 | 1 | |
| 1.701736925 × 1010 | 1 | |
| 1.527025447 × 1010 | 1 | |
| 1.450204598 × 1010 | 1 | |
| 1.3337794 × 1010 | 1 | |
| 1.318971083 × 1010 | 1 |
| Distinct | 6054 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7452477.288 |
| Minimum | -1098320439 |
|---|---|
| Maximum | 1623850983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2231 |
| Negative (%) | 36.2% |
| Memory size | 48.2 KiB |
Quantile statistics
| Minimum | -1098320439 |
|---|---|
| 5-th percentile | -24196725 |
| Q1 | -1111740.75 |
| median | 1315531.5 |
| Q3 | 9735268.5 |
| 95-th percentile | 69079055.25 |
| Maximum | 1623850983 |
| Range | 2722171422 |
| Interquartile range (IQR) | 10847009.25 |
Descriptive statistics
| Standard deviation | 75697267.26 |
|---|---|
| Coefficient of variation (CV) | 10.15732948 |
| Kurtosis | 127.0619593 |
| Mean | 7452477.288 |
| Median Absolute Deviation (MAD) | 4355977.5 |
| Skewness | 0.5969321842 |
| Sum | 4.587745018 × 1010 |
| Variance | 5.730076271 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7452477.288 | 91 | 1.5% |
| -1 | 4 | 0.1% |
| 11536337 | 4 | 0.1% |
| 1 | 2 | < 0.1% |
| 460268 | 2 | < 0.1% |
| 856147 | 2 | < 0.1% |
| 24971164 | 2 | < 0.1% |
| 4686959 | 2 | < 0.1% |
| 228564404 | 2 | < 0.1% |
| -36734516 | 1 | < 0.1% |
| Other values (6044) | 6044 |
| Value | Count | Frequency (%) |
| -1098320439 | 1 | |
| -1073015960 | 1 | |
| -1048539003 | 1 | |
| -1040645299 | 1 | |
| -919906443 | 1 | |
| -897444488 | 1 | |
| -781990659 | 1 | |
| -767230684 | 1 | |
| -733721015 | 1 | |
| -707787655 | 1 |
| Value | Count | Frequency (%) |
| 1623850983 | 1 | |
| 1450938718 | 1 | |
| 1257839807 | 1 | |
| 1014667033 | 1 | |
| 834452809 | 1 | |
| 822576862 | 1 | |
| 554770767 | 1 | |
| 534091000 | 1 | |
| 526778650 | 1 | |
| 520030000 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| employee_payroll | charity_care | bad_dept_expence | unreimbursed_and_uncompensated | Total Costs | outpatient_inpatient_charges | total_salaries | Contract Labor | cash | account_receivable | assets | account_payable | discharge_payments | gross_revenue | net_income | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 76.72 | 4.016000e+03 | 263275.0 | 260140.0 | 1045317.0 | 2121751.0 | 526707.0 | 3.988528e+06 | 226139.0 | 5.825594e+06 | 2.132822e+06 | 2.190083e+06 | 1.582825e+06 | 2121751.0 | 82928.0 |
| 1 | 332.71 | 4.742004e+06 | 1984928.0 | 251208.0 | 7795912.0 | 65481775.0 | 3013251.0 | 6.027200e+04 | 1018957.0 | 3.743684e+07 | 3.601246e+07 | 3.194630e+06 | 2.971800e+04 | 65481775.0 | -322251.0 |
| 2 | 96.58 | 4.742004e+06 | 500576.0 | 152458.0 | 1842485.0 | 6049571.0 | 1009269.0 | 3.988528e+06 | -9342.0 | 8.593747e+06 | 3.324948e+06 | 1.253219e+06 | 1.582825e+06 | 6143875.0 | -1026398.0 |
| 3 | 680.49 | 5.197140e+05 | 4922623.0 | 1649925.0 | 29173301.0 | 140077180.0 | 14212723.0 | 3.503400e+05 | 145422.0 | 1.418231e+08 | 1.110707e+08 | 3.467110e+06 | 1.145300e+05 | 141432373.0 | -370783.0 |
| 4 | 1421.49 | 6.721210e+05 | 20492826.0 | 14922893.0 | 97713796.0 | 297655735.0 | 37400149.0 | 1.734240e+05 | 51676524.0 | 5.864628e+08 | 1.069469e+09 | 3.477631e+07 | 2.896290e+05 | 303053449.0 | -11676899.0 |
| 5 | 1669.51 | 4.576250e+05 | 16864993.0 | 4613634.0 | 59841566.0 | 285037441.0 | 38470054.0 | 7.805400e+04 | 93360631.0 | 5.848935e+08 | 1.318474e+09 | 3.783514e+07 | 4.921980e+05 | 297971559.0 | 12567075.0 |
| 6 | 437.35 | 5.566820e+05 | 3460702.0 | 2990348.0 | 15296499.0 | 42444940.0 | 7143555.0 | 4.838520e+05 | 3413448.0 | 2.732609e+07 | 5.466237e+07 | 1.107780e+07 | 1.015060e+05 | 47327319.0 | -4201467.0 |
| 7 | 1969.69 | 5.770730e+06 | 19226958.0 | 16412851.0 | 113004591.0 | 969581309.0 | 41951973.0 | 1.773586e+06 | -2872444.0 | 4.303535e+07 | 4.720536e+08 | 1.383501e+07 | 7.202220e+05 | 971319903.0 | -1493035.0 |
| 8 | 133.48 | 2.006680e+05 | 2105053.0 | 973516.0 | 9487650.0 | 53396615.0 | 3163934.0 | 4.366200e+04 | 59060.0 | 2.175000e+06 | 2.358849e+07 | 9.008750e+05 | 1.582825e+06 | 53396611.0 | -1691066.0 |
| 9 | 51.13 | 2.025310e+05 | 3384272.0 | 825584.0 | 11786723.0 | 75537616.0 | 3498183.0 | 2.957500e+04 | -41126.0 | 6.282256e+07 | 2.570701e+07 | 8.298070e+05 | 1.582825e+06 | 75577481.0 | -1702022.0 |
Last rows
| employee_payroll | charity_care | bad_dept_expence | unreimbursed_and_uncompensated | Total Costs | outpatient_inpatient_charges | total_salaries | Contract Labor | cash | account_receivable | assets | account_payable | discharge_payments | gross_revenue | net_income | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6146 | 55.35 | 1.792110e+05 | 1.868360e+05 | 2.804160e+05 | 11783019.0 | 1.228434e+07 | 8.694778e+07 | 3.988528e+06 | 4040020.0 | 2881168.0 | 10543315.0 | 585912.0 | 1.582825e+06 | 1.352454e+07 | 2468257.0 |
| 6147 | 91.81 | 8.613000e+04 | 5.040530e+05 | 3.496650e+05 | 24783186.0 | 4.103730e+07 | 8.694778e+07 | 3.988528e+06 | 9535623.0 | 8039644.0 | 24040157.0 | 2285201.0 | 1.582825e+06 | 4.319084e+07 | 4480785.0 |
| 6148 | 244.50 | 4.742004e+06 | 1.227828e+07 | 1.396857e+07 | 44920560.0 | 2.168232e+08 | 1.849893e+07 | 1.977958e+06 | 884.0 | 6744012.0 | 28519542.0 | 1725573.0 | 1.582825e+06 | 2.168232e+08 | 2272174.0 |
| 6149 | 213.70 | 4.742004e+06 | 1.227828e+07 | 1.396857e+07 | 34760071.0 | 2.036131e+08 | 1.579369e+07 | 1.413636e+06 | -8909.0 | 9466289.0 | 24540830.0 | 2161061.0 | 1.582825e+06 | 2.036131e+08 | 95147.0 |
| 6150 | 145.28 | 4.742004e+06 | 1.227828e+07 | 1.396857e+07 | 24891599.0 | 3.756833e+07 | 1.097838e+07 | 3.988528e+06 | 3557227.0 | 3808778.0 | 8314830.0 | 295416.0 | 1.582825e+06 | 3.756833e+07 | 10609.0 |
| 6151 | 419.57 | 2.120514e+06 | 2.929861e+06 | 7.588803e+06 | 34745411.0 | 1.988503e+08 | 1.819819e+07 | 6.848500e+04 | -1903584.0 | 19617834.0 | 40259388.0 | 3384628.0 | 5.978700e+04 | 1.988503e+08 | -10990346.0 |
| 6152 | 23.49 | 4.742004e+06 | 4.960690e+05 | 5.315450e+05 | 6030642.0 | 5.945893e+06 | 8.694778e+07 | 3.988528e+06 | 822494.0 | 824593.0 | 4226664.0 | 446991.0 | 1.582825e+06 | 5.947596e+06 | 691836.0 |
| 6153 | 73.82 | 4.080000e+02 | 2.439600e+04 | 1.612230e+05 | 7986343.0 | 8.898392e+06 | 8.694778e+07 | 3.988528e+06 | 3113009.0 | 592595.0 | 11303103.0 | 276557.0 | 1.582825e+06 | 8.898367e+06 | 821364.0 |
| 6154 | 3765.55 | 1.190025e+07 | 1.235820e+08 | 5.583704e+07 | 690664225.0 | 2.772599e+09 | 2.463139e+08 | 4.657255e+06 | 109904000.0 | 119082000.0 | 918240000.0 | 65461000.0 | 3.234054e+06 | 2.772597e+09 | 79901000.0 |
| 6155 | 233.78 | 7.676580e+05 | 1.487747e+06 | 2.738189e+06 | 46371361.0 | 1.214401e+08 | 8.694778e+07 | 3.988528e+06 | 990740.0 | 19414577.0 | 30760542.0 | 1947600.0 | 1.582825e+06 | 1.351159e+08 | 5767902.0 |
Most frequently occurring
| employee_payroll | charity_care | bad_dept_expence | unreimbursed_and_uncompensated | Total Costs | outpatient_inpatient_charges | total_salaries | Contract Labor | cash | account_receivable | assets | account_payable | discharge_payments | gross_revenue | net_income | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 846.051088 | 4.742004e+06 | 1.227828e+07 | 1.396857e+07 | 1.417642e+08 | 6.398905e+08 | 8.694778e+07 | 3.988528e+06 | 1.697554e+07 | 6.282256e+07 | 2.592628e+08 | 1.383501e+07 | 1.582825e+06 | 6.706453e+08 | 7.452477e+06 | 77 |